Overview
Brought to you by YData
Dataset statistics
| Number of variables | 25 |
|---|---|
| Number of observations | 1200 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 234.5 KiB |
| Average record size in memory | 200.1 B |
Variable types
| Categorical | 17 |
|---|---|
| Numeric | 8 |
Medical_History_Anxiety is highly overall correlated with Medical_History_Depression and 1 other fields | High correlation |
Medical_History_Depression is highly overall correlated with Medical_History_Anxiety | High correlation |
Medical_History_PTSD is highly overall correlated with Medical_History_Anxiety | High correlation |
Panic_Attack_Frequency has 130 (10.8%) zeros | Zeros |
Duration_Minutes has 28 (2.3%) zeros | Zeros |
Heart_Rate has 17 (1.4%) zeros | Zeros |
Caffeine_Intake has 199 (16.6%) zeros | Zeros |
Exercise_Frequency has 198 (16.5%) zeros | Zeros |
Alcohol_Consumption has 127 (10.6%) zeros | Zeros |
Panic_Score has 105 (8.8%) zeros | Zeros |
Reproduction
| Analysis started | 2025-01-28 06:28:45.795324 |
|---|---|
| Analysis finished | 2025-01-28 06:28:52.265992 |
| Duration | 6.47 seconds |
| Software version | ydata-profiling vv4.12.0 |
| Download configuration | config.json |
Variables
Medical_History_Anxiety
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.5 KiB |
| 1.0 | |
|---|---|
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 614 | |
| 0.0 | 586 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 614 | |
| 0.0 | 586 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1786 | |
| . | 1200 | |
| 1 | 614 | 17.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2400 | |
| Other Punctuation | 1200 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1786 | |
| 1 | 614 | 25.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1200 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3600 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1786 | |
| . | 1200 | |
| 1 | 614 | 17.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3600 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1786 | |
| . | 1200 | |
| 1 | 614 | 17.1% |
Medical_History_Depression
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.5 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 851 | |
| 1.0 | 349 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 851 | |
| 1.0 | 349 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2051 | |
| . | 1200 | |
| 1 | 349 | 9.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2400 | |
| Other Punctuation | 1200 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2051 | |
| 1 | 349 | 14.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1200 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3600 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2051 | |
| . | 1200 | |
| 1 | 349 | 9.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3600 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2051 | |
| . | 1200 | |
| 1 | 349 | 9.7% |
Medical_History_PTSD
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.5 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 963 | |
| 1.0 | 237 | 19.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 963 | |
| 1.0 | 237 | 19.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2163 | |
| . | 1200 | |
| 1 | 237 | 6.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2400 | |
| Other Punctuation | 1200 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2163 | |
| 1 | 237 | 9.9% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1200 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3600 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2163 | |
| . | 1200 | |
| 1 | 237 | 6.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3600 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2163 | |
| . | 1200 | |
| 1 | 237 | 6.6% |
Trigger_Caffeine
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.5 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 1.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 998 | |
| 1.0 | 202 | 16.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 998 | |
| 1.0 | 202 | 16.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2198 | |
| . | 1200 | |
| 1 | 202 | 5.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2400 | |
| Other Punctuation | 1200 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2198 | |
| 1 | 202 | 8.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1200 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3600 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2198 | |
| . | 1200 | |
| 1 | 202 | 5.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3600 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2198 | |
| . | 1200 | |
| 1 | 202 | 5.6% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 995 | |
| 1.0 | 205 | 17.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 995 | |
| 1.0 | 205 | 17.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2195 | |
| . | 1200 | |
| 1 | 205 | 5.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2400 | |
| Other Punctuation | 1200 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2195 | |
| 1 | 205 | 8.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1200 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3600 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2195 | |
| . | 1200 | |
| 1 | 205 | 5.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3600 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2195 | |
| . | 1200 | |
| 1 | 205 | 5.7% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 997 | |
| 1.0 | 203 | 16.9% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 997 | |
| 1.0 | 203 | 16.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2197 | |
| . | 1200 | |
| 1 | 203 | 5.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2400 | |
| Other Punctuation | 1200 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2197 | |
| 1 | 203 | 8.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1200 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3600 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2197 | |
| . | 1200 | |
| 1 | 203 | 5.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3600 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2197 | |
| . | 1200 | |
| 1 | 203 | 5.6% |
Trigger_Social Anxiety
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.5 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 1003 | |
| 1.0 | 197 | 16.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 1003 | |
| 1.0 | 197 | 16.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2203 | |
| . | 1200 | |
| 1 | 197 | 5.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2400 | |
| Other Punctuation | 1200 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2203 | |
| 1 | 197 | 8.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1200 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3600 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2203 | |
| . | 1200 | |
| 1 | 197 | 5.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3600 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2203 | |
| . | 1200 | |
| 1 | 197 | 5.5% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 1013 | |
| 1.0 | 187 | 15.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 1013 | |
| 1.0 | 187 | 15.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2213 | |
| . | 1200 | |
| 1 | 187 | 5.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2400 | |
| Other Punctuation | 1200 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2213 | |
| 1 | 187 | 7.8% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1200 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3600 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2213 | |
| . | 1200 | |
| 1 | 187 | 5.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3600 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2213 | |
| . | 1200 | |
| 1 | 187 | 5.2% |
Trigger_Unknown
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.5 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 1.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 994 | |
| 1.0 | 206 | 17.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 994 | |
| 1.0 | 206 | 17.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2194 | |
| . | 1200 | |
| 1 | 206 | 5.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2400 | |
| Other Punctuation | 1200 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2194 | |
| 1 | 206 | 8.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1200 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3600 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2194 | |
| . | 1200 | |
| 1 | 206 | 5.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3600 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2194 | |
| . | 1200 | |
| 1 | 206 | 5.7% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 0.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 836 | |
| 0.0 | 364 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 836 | |
| 0.0 | 364 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1564 | |
| . | 1200 | |
| 1 | 836 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2400 | |
| Other Punctuation | 1200 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1564 | |
| 1 | 836 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1200 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3600 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1564 | |
| . | 1200 | |
| 1 | 836 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3600 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1564 | |
| . | 1200 | |
| 1 | 836 |
Shortness_of_Breath
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.5 KiB |
| 1.0 | |
|---|---|
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 746 | |
| 0.0 | 454 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 746 | |
| 0.0 | 454 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1654 | |
| . | 1200 | |
| 1 | 746 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2400 | |
| Other Punctuation | 1200 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1654 | |
| 1 | 746 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1200 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3600 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1654 | |
| . | 1200 | |
| 1 | 746 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3600 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1654 | |
| . | 1200 | |
| 1 | 746 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 620 | |
| 0.0 | 580 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 620 | |
| 0.0 | 580 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1780 | |
| . | 1200 | |
| 1 | 620 | 17.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2400 | |
| Other Punctuation | 1200 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1780 | |
| 1 | 620 | 25.8% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1200 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3600 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1780 | |
| . | 1200 | |
| 1 | 620 | 17.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3600 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1780 | |
| . | 1200 | |
| 1 | 620 | 17.2% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 713 | |
| 1.0 | 487 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 713 | |
| 1.0 | 487 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1913 | |
| . | 1200 | |
| 1 | 487 | 13.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2400 | |
| Other Punctuation | 1200 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1913 | |
| 1 | 487 | 20.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1200 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3600 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1913 | |
| . | 1200 | |
| 1 | 487 | 13.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3600 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1913 | |
| . | 1200 | |
| 1 | 487 | 13.5% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 1.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 610 | |
| 1.0 | 590 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 610 | |
| 1.0 | 590 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1810 | |
| . | 1200 | |
| 1 | 590 | 16.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2400 | |
| Other Punctuation | 1200 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1810 | |
| 1 | 590 | 24.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1200 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3600 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1810 | |
| . | 1200 | |
| 1 | 590 | 16.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3600 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1810 | |
| . | 1200 | |
| 1 | 590 | 16.4% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 0.0 |
| 4th row | 1.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 700 | |
| 1.0 | 500 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 700 | |
| 1.0 | 500 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1900 | |
| . | 1200 | |
| 1 | 500 | 13.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2400 | |
| Other Punctuation | 1200 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1900 | |
| 1 | 500 | 20.8% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1200 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3600 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1900 | |
| . | 1200 | |
| 1 | 500 | 13.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3600 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1900 | |
| . | 1200 | |
| 1 | 500 | 13.9% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 1.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 875 | |
| 1.0 | 325 | 27.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 875 | |
| 1.0 | 325 | 27.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2075 | |
| . | 1200 | |
| 1 | 325 | 9.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2400 | |
| Other Punctuation | 1200 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2075 | |
| 1 | 325 | 13.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1200 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3600 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2075 | |
| . | 1200 | |
| 1 | 325 | 9.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3600 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2075 | |
| . | 1200 | |
| 1 | 325 | 9.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 0.0 |
| 4th row | 1.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 605 | |
| 0.0 | 595 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 605 | |
| 0.0 | 595 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1795 | |
| . | 1200 | |
| 1 | 605 | 16.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2400 | |
| Other Punctuation | 1200 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1795 | |
| 1 | 605 | 25.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1200 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3600 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1795 | |
| . | 1200 | |
| 1 | 605 | 16.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3600 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1795 | |
| . | 1200 | |
| 1 | 605 | 16.8% |
Panic_Attack_Frequency
Real number (ℝ)
Zeros
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.49027778 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 130 |
| Zeros (%) | 10.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.22222222 |
| median | 0.44444444 |
| Q3 | 0.77777778 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.55555556 |
Descriptive statistics
| Standard deviation | 0.31640538 |
|---|---|
| Coefficient of variation (CV) | 0.64535941 |
| Kurtosis | -1.2176754 |
| Mean | 0.49027778 |
| Median Absolute Deviation (MAD) | 0.22222222 |
| Skewness | 0.013703994 |
| Sum | 588.33333 |
| Variance | 0.10011236 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 0.2222222222 | 130 | |
| 0 | 130 | |
| 0.7777777778 | 128 | |
| 0.8888888889 | 127 | |
| 0.5555555556 | 124 | |
| 0.3333333333 | 122 | |
| 0.4444444444 | 122 | |
| 0.1111111111 | 110 | |
| 0.6666666667 | 108 | |
| 1 | 99 |
| Value | Count | Frequency (%) |
| 0 | 130 | |
| 0.1111111111 | 110 | |
| 0.2222222222 | 130 | |
| 0.3333333333 | 122 | |
| 0.4444444444 | 122 | |
| 0.5555555556 | 124 | |
| 0.6666666667 | 108 | |
| 0.7777777778 | 128 | |
| 0.8888888889 | 127 | |
| 1 | 99 |
| Value | Count | Frequency (%) |
| 1 | 99 | |
| 0.8888888889 | 127 | |
| 0.7777777778 | 128 | |
| 0.6666666667 | 108 | |
| 0.5555555556 | 124 | |
| 0.4444444444 | 122 | |
| 0.3333333333 | 122 | |
| 0.2222222222 | 130 | |
| 0.1111111111 | 110 | |
| 0 | 130 |
Duration_Minutes
Real number (ℝ)
Zeros
| Distinct | 40 |
|---|---|
| Distinct (%) | 3.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.49724359 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 28 |
| Zeros (%) | 2.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.051282051 |
| Q1 | 0.25641026 |
| median | 0.48717949 |
| Q3 | 0.74358974 |
| 95-th percentile | 0.97435897 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.48717949 |
Descriptive statistics
| Standard deviation | 0.2923059 |
|---|---|
| Coefficient of variation (CV) | 0.58785253 |
| Kurtosis | -1.1391063 |
| Mean | 0.49724359 |
| Median Absolute Deviation (MAD) | 0.25641026 |
| Skewness | 0.039993859 |
| Sum | 596.69231 |
| Variance | 0.085442741 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=40)
| Value | Count | Frequency (%) |
| 0.4102564103 | 40 | 3.3% |
| 0.7948717949 | 39 | 3.2% |
| 1 | 39 | 3.2% |
| 0.358974359 | 38 | 3.2% |
| 0.5384615385 | 37 | 3.1% |
| 0.3076923077 | 37 | 3.1% |
| 0.6923076923 | 34 | 2.8% |
| 0.8717948718 | 33 | 2.8% |
| 0.9487179487 | 33 | 2.8% |
| 0.4871794872 | 33 | 2.8% |
| Other values (30) | 837 |
| Value | Count | Frequency (%) |
| 0 | 28 | |
| 0.02564102564 | 28 | |
| 0.05128205128 | 32 | |
| 0.07692307692 | 29 | |
| 0.1025641026 | 30 | |
| 0.1282051282 | 29 | |
| 0.1538461538 | 21 | |
| 0.1794871795 | 32 | |
| 0.2051282051 | 29 | |
| 0.2307692308 | 32 |
| Value | Count | Frequency (%) |
| 1 | 39 | |
| 0.9743589744 | 27 | |
| 0.9487179487 | 33 | |
| 0.9230769231 | 23 | |
| 0.8974358974 | 21 | |
| 0.8717948718 | 33 | |
| 0.8461538462 | 22 | |
| 0.8205128205 | 22 | |
| 0.7948717949 | 39 | |
| 0.7692307692 | 25 |
Heart_Rate
Real number (ℝ)
Zeros
| Distinct | 80 |
|---|---|
| Distinct (%) | 6.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.51015823 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 17 |
| Zeros (%) | 1.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.037974684 |
| Q1 | 0.25316456 |
| median | 0.51898734 |
| Q3 | 0.7721519 |
| 95-th percentile | 0.96202532 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.51898734 |
Descriptive statistics
| Standard deviation | 0.29582167 |
|---|---|
| Coefficient of variation (CV) | 0.57986259 |
| Kurtosis | -1.2119262 |
| Mean | 0.51015823 |
| Median Absolute Deviation (MAD) | 0.26582278 |
| Skewness | -0.035392565 |
| Sum | 612.18987 |
| Variance | 0.087510461 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.3164556962 | 24 | 2.0% |
| 0.8860759494 | 22 | 1.8% |
| 0.2025316456 | 22 | 1.8% |
| 0.5189873418 | 22 | 1.8% |
| 0.7215189873 | 21 | 1.8% |
| 0.6075949367 | 21 | 1.8% |
| 1 | 20 | 1.7% |
| 0.1139240506 | 20 | 1.7% |
| 0.01265822785 | 20 | 1.7% |
| 0.8607594937 | 19 | 1.6% |
| Other values (70) | 989 |
| Value | Count | Frequency (%) |
| 0 | 17 | |
| 0.01265822785 | 20 | |
| 0.0253164557 | 16 | |
| 0.03797468354 | 13 | |
| 0.05063291139 | 11 | |
| 0.06329113924 | 11 | |
| 0.07594936709 | 15 | |
| 0.08860759494 | 7 | 0.6% |
| 0.1012658228 | 13 | |
| 0.1139240506 | 20 |
| Value | Count | Frequency (%) |
| 1 | 20 | |
| 0.9873417722 | 18 | |
| 0.9746835443 | 15 | |
| 0.9620253165 | 18 | |
| 0.9493670886 | 17 | |
| 0.9367088608 | 14 | |
| 0.9240506329 | 17 | |
| 0.9113924051 | 11 | |
| 0.8987341772 | 15 | |
| 0.8860759494 | 22 |
Caffeine_Intake
Real number (ℝ)
Zeros
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.50783333 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 199 |
| Zeros (%) | 16.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.2 |
| median | 0.6 |
| Q3 | 0.8 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.6 |
Descriptive statistics
| Standard deviation | 0.34337088 |
|---|---|
| Coefficient of variation (CV) | 0.67614875 |
| Kurtosis | -1.275038 |
| Mean | 0.50783333 |
| Median Absolute Deviation (MAD) | 0.2 |
| Skewness | -0.034929421 |
| Sum | 609.4 |
| Variance | 0.11790356 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 1 | 209 | |
| 0.8 | 204 | |
| 0.6 | 200 | |
| 0 | 199 | |
| 0.4 | 198 | |
| 0.2 | 190 |
| Value | Count | Frequency (%) |
| 0 | 199 | |
| 0.2 | 190 | |
| 0.4 | 198 | |
| 0.6 | 200 | |
| 0.8 | 204 | |
| 1 | 209 |
| Value | Count | Frequency (%) |
| 1 | 209 | |
| 0.8 | 204 | |
| 0.6 | 200 | |
| 0.4 | 198 | |
| 0.2 | 190 | |
| 0 | 199 |
Exercise_Frequency
Real number (ℝ)
Zeros
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4925 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 198 |
| Zeros (%) | 16.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.16666667 |
| median | 0.5 |
| Q3 | 0.83333333 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.66666667 |
Descriptive statistics
| Standard deviation | 0.34358607 |
|---|---|
| Coefficient of variation (CV) | 0.69763668 |
| Kurtosis | -1.3125954 |
| Mean | 0.4925 |
| Median Absolute Deviation (MAD) | 0.33333333 |
| Skewness | 0.023839904 |
| Sum | 591 |
| Variance | 0.11805139 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 0 | 198 | |
| 1 | 182 | |
| 0.1666666667 | 170 | |
| 0.8333333333 | 170 | |
| 0.3333333333 | 162 | |
| 0.5 | 162 | |
| 0.6666666667 | 156 |
| Value | Count | Frequency (%) |
| 0 | 198 | |
| 0.1666666667 | 170 | |
| 0.3333333333 | 162 | |
| 0.5 | 162 | |
| 0.6666666667 | 156 | |
| 0.8333333333 | 170 | |
| 1 | 182 |
| Value | Count | Frequency (%) |
| 1 | 182 | |
| 0.8333333333 | 170 | |
| 0.6666666667 | 156 | |
| 0.5 | 162 | |
| 0.3333333333 | 162 | |
| 0.1666666667 | 170 | |
| 0 | 198 |
Sleep_Hours
Real number (ℝ)
| Distinct | 51 |
|---|---|
| Distinct (%) | 4.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.49631667 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 10 |
| Zeros (%) | 0.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.06 |
| Q1 | 0.26 |
| median | 0.5 |
| Q3 | 0.72 |
| 95-th percentile | 0.96 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.46 |
Descriptive statistics
| Standard deviation | 0.28112505 |
|---|---|
| Coefficient of variation (CV) | 0.56642274 |
| Kurtosis | -1.1395614 |
| Mean | 0.49631667 |
| Median Absolute Deviation (MAD) | 0.24 |
| Skewness | 0.050981698 |
| Sum | 595.58 |
| Variance | 0.079031292 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.16 | 38 | 3.2% |
| 0.7 | 33 | 2.8% |
| 0.62 | 31 | 2.6% |
| 0.4 | 31 | 2.6% |
| 0.32 | 31 | 2.6% |
| 0.6 | 30 | 2.5% |
| 0.98 | 29 | 2.4% |
| 0.38 | 28 | 2.3% |
| 0.96 | 28 | 2.3% |
| 0.58 | 28 | 2.3% |
| Other values (41) | 893 |
| Value | Count | Frequency (%) |
| 0 | 10 | 0.8% |
| 0.02 | 18 | |
| 0.04 | 27 | |
| 0.06 | 18 | |
| 0.08 | 19 | |
| 0.1 | 19 | |
| 0.12 | 20 | |
| 0.14 | 24 | |
| 0.16 | 38 | |
| 0.18 | 24 |
| Value | Count | Frequency (%) |
| 1 | 4 | 0.3% |
| 0.98 | 29 | |
| 0.96 | 28 | |
| 0.94 | 23 | |
| 0.92 | 19 | |
| 0.9 | 24 | |
| 0.88 | 25 | |
| 0.86 | 20 | |
| 0.84 | 22 | |
| 0.82 | 21 |
Alcohol_Consumption
Real number (ℝ)
Zeros
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.49074074 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 127 |
| Zeros (%) | 10.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.22222222 |
| median | 0.44444444 |
| Q3 | 0.77777778 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.55555556 |
Descriptive statistics
| Standard deviation | 0.32251091 |
|---|---|
| Coefficient of variation (CV) | 0.65719205 |
| Kurtosis | -1.2362013 |
| Mean | 0.49074074 |
| Median Absolute Deviation (MAD) | 0.27777778 |
| Skewness | 0.043116357 |
| Sum | 588.88889 |
| Variance | 0.10401329 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 0.1111111111 | 132 | |
| 0.6666666667 | 129 | |
| 0 | 127 | |
| 1 | 125 | |
| 0.2222222222 | 121 | |
| 0.5555555556 | 120 | |
| 0.3333333333 | 117 | |
| 0.4444444444 | 113 | |
| 0.8888888889 | 112 | |
| 0.7777777778 | 104 |
| Value | Count | Frequency (%) |
| 0 | 127 | |
| 0.1111111111 | 132 | |
| 0.2222222222 | 121 | |
| 0.3333333333 | 117 | |
| 0.4444444444 | 113 | |
| 0.5555555556 | 120 | |
| 0.6666666667 | 129 | |
| 0.7777777778 | 104 | |
| 0.8888888889 | 112 | |
| 1 | 125 |
| Value | Count | Frequency (%) |
| 1 | 125 | |
| 0.8888888889 | 112 | |
| 0.7777777778 | 104 | |
| 0.6666666667 | 129 | |
| 0.5555555556 | 120 | |
| 0.4444444444 | 113 | |
| 0.3333333333 | 117 | |
| 0.2222222222 | 121 | |
| 0.1111111111 | 132 | |
| 0 | 127 |
Panic_Score
Real number (ℝ)
Zeros
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.50768519 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 105 |
| Zeros (%) | 8.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.22222222 |
| median | 0.55555556 |
| Q3 | 0.77777778 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.55555556 |
Descriptive statistics
| Standard deviation | 0.31035061 |
|---|---|
| Coefficient of variation (CV) | 0.61130522 |
| Kurtosis | -1.1532939 |
| Mean | 0.50768519 |
| Median Absolute Deviation (MAD) | 0.22222222 |
| Skewness | -0.021647301 |
| Sum | 609.22222 |
| Variance | 0.096317499 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 0.3333333333 | 139 | |
| 0.4444444444 | 130 | |
| 0.5555555556 | 128 | |
| 0.6666666667 | 123 | |
| 0.8888888889 | 123 | |
| 0.7777777778 | 120 | |
| 1 | 113 | |
| 0.1111111111 | 111 | |
| 0.2222222222 | 108 | |
| 0 | 105 |
| Value | Count | Frequency (%) |
| 0 | 105 | |
| 0.1111111111 | 111 | |
| 0.2222222222 | 108 | |
| 0.3333333333 | 139 | |
| 0.4444444444 | 130 | |
| 0.5555555556 | 128 | |
| 0.6666666667 | 123 | |
| 0.7777777778 | 120 | |
| 0.8888888889 | 123 | |
| 1 | 113 |
| Value | Count | Frequency (%) |
| 1 | 113 | |
| 0.8888888889 | 123 | |
| 0.7777777778 | 120 | |
| 0.6666666667 | 123 | |
| 0.5555555556 | 128 | |
| 0.4444444444 | 130 | |
| 0.3333333333 | 139 | |
| 0.2222222222 | 108 | |
| 0.1111111111 | 111 | |
| 0 | 105 |
Interactions
Correlations
| Alcohol_Consumption | Caffeine_Intake | Chest_Pain | Dizziness | Duration_Minutes | Exercise_Frequency | Heart_Rate | Medical_History_Anxiety | Medical_History_Depression | Medical_History_PTSD | Medication | Panic_Attack_Frequency | Panic_Score | Shortness_of_Breath | Sleep_Hours | Smoking | Sweating | Therapy | Trembling | Trigger_Caffeine | Trigger_PTSD | Trigger_Phobia | Trigger_Social Anxiety | Trigger_Stress | Trigger_Unknown | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Alcohol_Consumption | 1.000 | -0.010 | 0.021 | 0.051 | -0.021 | 0.009 | 0.035 | 0.055 | 0.060 | 0.066 | 0.000 | -0.019 | 0.037 | 0.000 | 0.071 | 0.046 | 0.000 | 0.000 | 0.000 | 0.000 | 0.065 | 0.000 | 0.008 | 0.009 | 0.000 |
| Caffeine_Intake | -0.010 | 1.000 | 0.000 | 0.000 | -0.032 | 0.007 | 0.009 | 0.064 | 0.050 | 0.016 | 0.000 | 0.001 | -0.009 | 0.029 | 0.017 | 0.000 | 0.045 | 0.000 | 0.000 | 0.058 | 0.059 | 0.023 | 0.000 | 0.000 | 0.043 |
| Chest_Pain | 0.021 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.018 | 0.049 | 0.000 | 0.000 | 0.070 | 0.000 | 0.064 | 0.000 | 0.044 | 0.000 | 0.000 | 0.000 | 0.009 | 0.000 | 0.000 | 0.051 | 0.041 |
| Dizziness | 0.051 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.018 | 0.000 | 0.030 | 0.000 | 0.000 | 0.064 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.022 | 0.000 | 0.000 | 0.000 | 0.068 | 0.045 |
| Duration_Minutes | -0.021 | -0.032 | 0.000 | 0.000 | 1.000 | -0.012 | -0.001 | 0.037 | 0.044 | 0.000 | 0.000 | -0.046 | 0.004 | 0.071 | -0.010 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.038 | 0.000 | 0.000 | 0.052 | 0.000 |
| Exercise_Frequency | 0.009 | 0.007 | 0.000 | 0.000 | -0.012 | 1.000 | -0.001 | 0.000 | 0.090 | 0.000 | 0.097 | 0.000 | 0.003 | 0.065 | 0.011 | 0.000 | 0.000 | 0.000 | 0.072 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| Heart_Rate | 0.035 | 0.009 | 0.000 | 0.000 | -0.001 | -0.001 | 1.000 | 0.000 | 0.028 | 0.000 | 0.059 | 0.035 | -0.006 | 0.048 | -0.004 | 0.000 | 0.000 | 0.000 | 0.039 | 0.042 | 0.000 | 0.000 | 0.041 | 0.000 | 0.000 |
| Medical_History_Anxiety | 0.055 | 0.064 | 0.000 | 0.018 | 0.037 | 0.000 | 0.000 | 1.000 | 0.653 | 0.505 | 0.000 | 0.000 | 0.029 | 0.059 | 0.000 | 0.000 | 0.000 | 0.009 | 0.043 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| Medical_History_Depression | 0.060 | 0.050 | 0.018 | 0.000 | 0.044 | 0.090 | 0.028 | 0.653 | 1.000 | 0.314 | 0.000 | 0.042 | 0.039 | 0.056 | 0.000 | 0.000 | 0.000 | 0.000 | 0.043 | 0.000 | 0.000 | 0.000 | 0.021 | 0.000 | 0.000 |
| Medical_History_PTSD | 0.066 | 0.016 | 0.049 | 0.030 | 0.000 | 0.000 | 0.000 | 0.505 | 0.314 | 1.000 | 0.027 | 0.000 | 0.039 | 0.000 | 0.000 | 0.000 | 0.000 | 0.024 | 0.000 | 0.000 | 0.017 | 0.000 | 0.000 | 0.000 | 0.028 |
| Medication | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.097 | 0.059 | 0.000 | 0.000 | 0.027 | 1.000 | 0.066 | 0.049 | 0.000 | 0.000 | 0.000 | 0.000 | 0.003 | 0.032 | 0.000 | 0.000 | 0.041 | 0.000 | 0.072 | 0.000 |
| Panic_Attack_Frequency | -0.019 | 0.001 | 0.000 | 0.000 | -0.046 | 0.000 | 0.035 | 0.000 | 0.042 | 0.000 | 0.066 | 1.000 | -0.005 | 0.068 | -0.006 | 0.000 | 0.000 | 0.023 | 0.046 | 0.000 | 0.013 | 0.000 | 0.011 | 0.000 | 0.000 |
| Panic_Score | 0.037 | -0.009 | 0.070 | 0.064 | 0.004 | 0.003 | -0.006 | 0.029 | 0.039 | 0.039 | 0.049 | -0.005 | 1.000 | 0.000 | 0.017 | 0.047 | 0.065 | 0.000 | 0.061 | 0.000 | 0.000 | 0.066 | 0.000 | 0.000 | 0.089 |
| Shortness_of_Breath | 0.000 | 0.029 | 0.000 | 0.000 | 0.071 | 0.065 | 0.048 | 0.059 | 0.056 | 0.000 | 0.000 | 0.068 | 0.000 | 1.000 | 0.064 | 0.000 | 0.000 | 0.016 | 0.000 | 0.000 | 0.057 | 0.040 | 0.000 | 0.000 | 0.000 |
| Sleep_Hours | 0.071 | 0.017 | 0.064 | 0.000 | -0.010 | 0.011 | -0.004 | 0.000 | 0.000 | 0.000 | 0.000 | -0.006 | 0.017 | 0.064 | 1.000 | 0.000 | 0.000 | 0.059 | 0.057 | 0.015 | 0.000 | 0.000 | 0.012 | 0.000 | 0.000 |
| Smoking | 0.046 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.047 | 0.000 | 0.000 | 1.000 | 0.050 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.027 | 0.000 | 0.000 |
| Sweating | 0.000 | 0.045 | 0.044 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.065 | 0.000 | 0.000 | 0.050 | 1.000 | 0.000 | 0.000 | 0.009 | 0.000 | 0.000 | 0.055 | 0.086 | 0.000 |
| Therapy | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.009 | 0.000 | 0.024 | 0.003 | 0.023 | 0.000 | 0.016 | 0.059 | 0.000 | 0.000 | 1.000 | 0.008 | 0.000 | 0.000 | 0.000 | 0.014 | 0.000 | 0.000 |
| Trembling | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.072 | 0.039 | 0.043 | 0.043 | 0.000 | 0.032 | 0.046 | 0.061 | 0.000 | 0.057 | 0.000 | 0.000 | 0.008 | 1.000 | 0.022 | 0.000 | 0.000 | 0.000 | 0.000 | 0.026 |
| Trigger_Caffeine | 0.000 | 0.058 | 0.000 | 0.022 | 0.000 | 0.000 | 0.042 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.015 | 0.000 | 0.009 | 0.000 | 0.022 | 1.000 | 0.199 | 0.198 | 0.194 | 0.188 | 0.200 |
| Trigger_PTSD | 0.065 | 0.059 | 0.009 | 0.000 | 0.038 | 0.000 | 0.000 | 0.000 | 0.000 | 0.017 | 0.000 | 0.013 | 0.000 | 0.057 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.199 | 1.000 | 0.200 | 0.196 | 0.190 | 0.202 |
| Trigger_Phobia | 0.000 | 0.023 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.041 | 0.000 | 0.066 | 0.040 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.198 | 0.200 | 1.000 | 0.195 | 0.189 | 0.200 |
| Trigger_Social Anxiety | 0.008 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.041 | 0.000 | 0.021 | 0.000 | 0.000 | 0.011 | 0.000 | 0.000 | 0.012 | 0.027 | 0.055 | 0.014 | 0.000 | 0.194 | 0.196 | 0.195 | 1.000 | 0.185 | 0.197 |
| Trigger_Stress | 0.009 | 0.000 | 0.051 | 0.068 | 0.052 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.072 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.086 | 0.000 | 0.000 | 0.188 | 0.190 | 0.189 | 0.185 | 1.000 | 0.190 |
| Trigger_Unknown | 0.000 | 0.043 | 0.041 | 0.045 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.028 | 0.000 | 0.000 | 0.089 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.026 | 0.200 | 0.202 | 0.200 | 0.197 | 0.190 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| Medical_History_Anxiety | Medical_History_Depression | Medical_History_PTSD | Trigger_Caffeine | Trigger_PTSD | Trigger_Phobia | Trigger_Social Anxiety | Trigger_Stress | Trigger_Unknown | Sweating | Shortness_of_Breath | Dizziness | Chest_Pain | Trembling | Medication | Smoking | Therapy | Panic_Attack_Frequency | Duration_Minutes | Heart_Rate | Caffeine_Intake | Exercise_Frequency | Sleep_Hours | Alcohol_Consumption | Panic_Score | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.888889 | 0.641026 | 0.784810 | 0.2 | 1.000000 | 0.42 | 1.000000 | 0.777778 |
| 1 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.555556 | 0.358974 | 0.632911 | 1.0 | 0.000000 | 0.58 | 0.444444 | 0.444444 |
| 2 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000000 | 0.743590 | 0.860759 | 0.8 | 0.333333 | 0.18 | 0.222222 | 0.333333 |
| 3 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.222222 | 0.641026 | 0.987342 | 0.6 | 0.333333 | 0.64 | 0.888889 | 0.777778 |
| 4 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.333333 | 0.410256 | 0.215190 | 0.0 | 0.166667 | 0.44 | 0.444444 | 0.333333 |
| 5 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.222222 | 0.282051 | 0.658228 | 0.8 | 0.333333 | 0.18 | 0.222222 | 0.555556 |
| 6 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.111111 | 0.282051 | 0.189873 | 1.0 | 0.666667 | 0.68 | 0.222222 | 0.777778 |
| 7 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.666667 | 0.871795 | 0.455696 | 0.4 | 0.666667 | 0.52 | 0.333333 | 0.222222 |
| 8 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.222222 | 0.743590 | 0.962025 | 0.6 | 0.666667 | 0.96 | 1.000000 | 0.777778 |
| 9 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.444444 | 0.794872 | 0.227848 | 0.2 | 0.166667 | 0.00 | 0.111111 | 0.444444 |
| Medical_History_Anxiety | Medical_History_Depression | Medical_History_PTSD | Trigger_Caffeine | Trigger_PTSD | Trigger_Phobia | Trigger_Social Anxiety | Trigger_Stress | Trigger_Unknown | Sweating | Shortness_of_Breath | Dizziness | Chest_Pain | Trembling | Medication | Smoking | Therapy | Panic_Attack_Frequency | Duration_Minutes | Heart_Rate | Caffeine_Intake | Exercise_Frequency | Sleep_Hours | Alcohol_Consumption | Panic_Score | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1190 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.222222 | 0.692308 | 0.734177 | 0.0 | 1.000000 | 0.66 | 0.666667 | 1.000000 |
| 1191 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.222222 | 0.000000 | 0.468354 | 1.0 | 0.666667 | 0.54 | 1.000000 | 0.666667 |
| 1192 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.222222 | 1.000000 | 0.037975 | 0.2 | 0.000000 | 0.96 | 0.666667 | 0.444444 |
| 1193 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.555556 | 0.179487 | 0.126582 | 0.4 | 0.000000 | 0.38 | 0.666667 | 0.666667 |
| 1194 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.777778 | 0.461538 | 0.835443 | 0.0 | 0.333333 | 0.38 | 0.222222 | 0.111111 |
| 1195 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.777778 | 0.025641 | 0.164557 | 0.4 | 0.000000 | 0.10 | 0.444444 | 0.666667 |
| 1196 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.666667 | 0.846154 | 0.670886 | 0.8 | 0.500000 | 0.52 | 0.888889 | 0.555556 |
| 1197 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.888889 | 0.461538 | 0.291139 | 0.0 | 0.166667 | 0.80 | 0.333333 | 0.666667 |
| 1198 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.222222 | 0.384615 | 0.202532 | 0.2 | 0.333333 | 0.36 | 0.111111 | 0.222222 |
| 1199 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.666667 | 0.128205 | 0.721519 | 0.4 | 0.333333 | 0.18 | 0.777778 | 0.777778 |